Our Mission To Provide
Ethical Data Infrastructure for People, Research, and Communities
The Live Learn Innovate Foundation (LLIF) is a 501(c)(3) nonprofit building secure, unbiased data infrastructure that helps individuals, researchers, and communities learn from real-world data—without exploitation or resale.
A Recognized Nonprofit Foundation
One Foundation. Multiple Ways to Create Impact.
LLIF provides the underlying data foundation that supports individuals, research teams, and ethical technology builders. Whether you are learning from your own data or building tools for others, we focus on protecting people while enabling insight.
For Individuals
Understand patterns in your health, habits, and environment using tools built on ethical data principles.
For developers
Accelerate development with secure data infrastructure, integrations, and governance already in place.
For reseachers
Access anonymized, opt-in datasets that support longitudinal research without compromising participant trust.
Software Built on a Nonprofit Data Foundation
LLIF develops and maintains ethical data infrastructure that can be used directly by individuals or extended by organizations, researchers, and developers.
One example of software built on this foundation is Best Life®, a free personal data application available on mobile and web.
Apple
Securely connect health and activity data from supported providers.
Android
Device-agnostic infrastructure that avoids lock-in.
Web
Access deeper views and long-term patterns through browser-based dashboards.
Community & Research (Future)
Tools for opt-in sharing, analysis, and collaboration at scal
From Raw Data to Meaningful Insight
People generate vast amounts of data, but rarely get clear, unbiased insight in return. LLIF exists to change that—by making it possible to connect health, habits, and environmental context over time, securely and ethically.
Whether the goal is managing a chronic condition, supporting a loved one, or answering a research question, better decisions start with better data stewardship.
A Foundation You Can Build On
LLIF reduces the burden and risk of working with sensitive personal data. Our nonprofit governance, security model, and consent-first design allow builders and researchers to focus on outcomes—not compliance anxiety.
Use our foundation as:
- A secure data layer
- A long-term research data lake
- An ethical alternative to ad-driven platforms
Unlock Research Without Exploitation
Today’s largest technology platforms control vast datasets while limiting access for public-interest research. LLIF enables anonymized, opt-in data sharing designed to support health research, policy insight, and community understanding—without resale or surveillance incentives.
Your Data. Your Choice
Most data-driven systems extract value without transparency. LLIF explores models where individuals retain control over how their data is used—whether that means private insight, anonymous contribution to research, or optional participation in ethical engagement programs.
No hidden resale.
No manipulation.
We do this because we care
You should know what is behind the data you create. The Live Learn Innovate Foundation is a formal nonprofit built by software and hardware engineering experts with clear goals in mind: remove data provider bias and place people’s data back in their own hands.
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Hello World — Come Get to Know Us
You don’t need another tracker—you need a partner.
Best Life turns simple daily logs into visible patterns that help you make better
Frequently Asked Questions
On our FAQ pages, you’ll learn how LLIF and the Best Life App work, what you can track, how we protect your
Want to build your own health app?
LLIF helps health and lifestyle app developers connect to wearables and environment data through a single universal health API integration. Seamless health data integration in an ethical, secure, and future-proof package.